Pan Li
Melvyn P. and Eleanor N. Galin Early Career Professor
Assistant Professor in Information Technology Management
Scheller College of Business, Georgia Institute of Technology
Hello! I’m an Assistant Professor in Information Technology Management within the Scheller College of Business at the Georgia Institute of Technology. I received my PhD in Information System from the Stern School of Business at New York University in 2023, and my BS from the Special Class for the Gifted Young at the University of Science and Technology of China in 2017. My research focuses on personalization and recommender systems, spanning interpretable machine learning, consumer preference exploration, cross-domain recommendation, and multi-objective recommendation.
Download my resumé.
Research
Interpretable Machine Learning Models
Aligning interpretations with predictions so explanations become reliable and improve model performance at the same time.
Consumer Preference Exploration in Recommender Systems
Modeling each consumer’s appetite for variety, unexpectedness, and curiosity, so recommenders can explore preferences without sacrificing relevance.
Cross-Domain Recommender Systems
Transferring consumer preferences across product domains in both directions to improve recommendations in every domain at once.
Multi-Objective Recommender Systems
Balancing multiple recommendation objectives and multiple stakeholders to reach the best performance trade-off for the whole platform.
See the full list of publications on the Research page.